Kinect evaluation for human body movement analysis

Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics

Volumn , Issue , 2012, Pages 1856-1861

  Pedro, Leonardo Marquez ^a   De Paula Caurin, Glauco Augusto ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

HUMAN BODIES; HUMAN BODY MOVEMENT; IDENTIFICATION POINT; IMAGE PROCESSING ALGORITHM; MOVEMENT ANALYSIS; OPERATIONAL RANGE; ROBOTIC MANIPULATION;

EXPERIMENTS; IMAGE PROCESSING;

SENSORS;

EID: 84867422471     PISSN: 21551774     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BioRob.2012.6290751     Document Type: Conference Paper

References (18)

1. S. Schaal, "Is Imitation Learning the Route to Humanoid Robots?" Trends in Cognitive Sciences, vol. 3, no. 6, pp. 233-242, 1999.
2. J. K. Aggarwal and Q. Cai, "Human motion analysis: a review," Nonrigid and Articulated Motion Workshop, 1997. Proceedings., IEEE, pp. 90-102, 1997.
3. L. Wang, W. Hu, and T. Tan, "Recent developments in human motion analysis," Pattern Recognition, vol. 36, pp. 585-601, 2003.
4. A. Veloso, G. Esteves, S. Silva, C. Ferreira, and F. Brand̃ao, "Biomechanics modeling of human musculoskeletal system using adams multibody dynamics package," in Proceedings of the 24th IASTED international conference on Biomedical engineering. Anaheim, CA, USA: ACTA Press, 2006, pp. 401-407.
5. R. Dillmann, "Teaching and learning of robot tasks via observation of human performance," Journal of Robotics and Autonomous Systems, vol. 47, p. 2004, 2004.
6. J. Aleotti and S. Caselli, "Robust trajectory learning and approximation for robot programming by demonstration." Robotics and Autonomous Systems, vol. 54, no. 5, pp. 409-413, 2006.
7. C. R. Mason, J. E. Gomez, and T. J. Ebner, "Hand Synergies During Reach-to-Grasp," Journal of Neurophysiology, vol. 86, no. 6, pp. 2896-2910, Dec. 2001.
8. D. R. Faria and J. Dias, "3d hand trajectory segmentation by curvatures and hand orientation for classification through a probabilistic approach," in Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems, 2009, pp. 1284-1289.
9. S. Ekvall and D. Kragic, "Interactive grasp learning based on human demonstration," Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on, vol. 4, pp. 3519-3524, Jul. 2004.
10. Kinect, "Xbox 360 + kinect," Microsft, Dec 2011. [Online]. Available: http://www.xbox.com/en-us/kinect/
11. Jim and Giles, "Inside the race to hack the kinect," The New Scientist, vol. 208, no. 2789, pp. 22-23, 2010. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0262407910629892
12. "Kinect for windows," Microsft, Feb 2012. [Online]. Available: http://www.microsoft.com/en-us/kinectforwindows/
13. K. Khoshelham, "Accuracy analysis of kinect depth data," GeoInformation Science, vol. 38, pp. 1-6, 2010.
14. J. Canny, "A Computational Approach to Edge Detection," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 8, no. 6, pp. 679-698, Nov. 1986.
15. G. A. P. Caurin, A. A. G. Siqueira, K. O. Andrade, R. C. Joaquim, and H. I. Krebs, "Adaptive strategy for multi-user robotic rehabilitation games." International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 11), 2011.
16. N. Otsu, "A Threshold Selection Method from Gray-Level Histograms," Systems, Man and Cybernetics, IEEE Transactions on, vol. 9, no. 1, Jan. 1979.
17. J. A. Hartigan and M. A. Wong, "Algorithm AS 136: A K-Means Clustering Algorithm," Journal of the Royal Statistical Society. Series C (Applied Statistics), vol. 28, no. 1, pp. 100-108, 1979.
18. R. S. Figliola and D. E. Beasley, Theory and Design for Mechanical Measurements. John Wiley & Sons Inc., 1991.